Ariel Barboza

AI & ML Engineering Leader

Leading AI/ML engineering teams at Lockheed Martin, driving enterprise modernization through intelligent data solutions, engineering governance, and high-performance culture. U.S. Army veteran. Cornell M.Eng. UF MBA.

AI/ML Systems Enterprise Strategy Engineering Leadership Intelligent Automation
Ariel Barboza

Impact By Numbers

Delivering measurable results through AI and automation

0K+
Project Issues Analyzed Daily
AgilePulse AI
0+
Years in Software Engineering
Lockheed Martin
0+
Engineers Led as RTE
Across 10 Agile Teams
0+
Reports Automated
Enterprise ETL Platform
0%
Velocity Increase
Agile Delivery Optimization
0K+
Annual Cost Savings
Automation ROI

About

Associate Manager, AI & ML Engineering at Lockheed Martin, providing technical and people leadership for AI-focused engineering teams that deliver enterprise modernization at scale.

I drive the development of intelligent data solutions and collaborate with senior leadership to shape enterprise AI strategy. I establish engineering standards, governance practices, and delivery frameworks that enable consistent, high-quality outcomes. Previously served as Release Train Engineer leading 104+ engineers across 10 Agile teams.

Languages

English Spanish

Education

  • MBA, Executive Business Administration

    University of Florida — 2025

  • M.Eng, Systems Engineering

    Cornell University

  • B.S., Computer Science

    University of Florida

Military Service

U.S. Army — 19K M1 Armor Crewman

Fort Bliss, Texas — 2012-2016

General Patton Jr. Award. Excellence in Armor. Tank Gunner — $6.2M equipment responsibility.

Core Competencies

Technical depth meets executive leadership

Engineering Leadership

  • AI Engineering Management
  • Release Train Engineering
  • Agile/Scrum Coaching
  • Stakeholder Management
  • Engineering Governance
  • Delivery Frameworks
  • Talent Development
  • Cross-Functional Leadership

AI & Machine Learning

  • NLP & LLMs
  • Deep Learning
  • Predictive Analytics
  • Computer Vision
  • Ontology Engineering
  • ML System Architecture
  • AI Strategy
  • Intelligent Automation

Enterprise Architecture

  • Systems Engineering (MBSE)
  • Cloud Architecture (AWS)
  • Microservices
  • RESTful APIs & GraphQL
  • Software Systems Engineering
  • Platform Engineering
  • Enterprise Integration
  • Solution Architecture

Automation & DevSecOps

  • CI/CD Pipelines
  • Docker & Kubernetes
  • Infrastructure as Code
  • ETL Automation
  • GitLab CI/CD
  • Process Automation
  • Container Orchestration
  • DevSecOps Practices

Data Science & Analytics

  • Python / NumPy / Pandas
  • Tableau / Power BI
  • Statistical Analysis
  • Data Visualization
  • Big Data Processing
  • Data Warehousing
  • SQL / PostgreSQL / MongoDB
  • MATLAB

Certifications

AI Software Developer (ASEP) Scrum: Advanced Systems Engineering (Cornell) Communicating Across Cultures

Career Journey

From Army tank crew to AI engineering leadership

Nov 2025 — Present

Associate Manager, AI & ML Engineering

Lockheed Martin

Leading AI/ML engineering teams supporting enterprise modernization through intelligent data solutions.

  • Technical and people leadership for AI-focused engineering teams
  • Drives enterprise AI strategy with senior leadership
  • Establishes engineering standards, governance, and delivery frameworks
  • Mentors technical talent and fosters high-performance culture
Jun 2024 — Nov 2025

Staff Full Stack Software Engineer

Lockheed Martin

Enterprise transformation at the intersection of automation and AI within the Automation Center of Excellence.

  • Architect of AgilePulse AI — processes 88K+ issues daily for risk assessment
  • Release Train Engineer for 50+ developers, 18-22% velocity improvements
  • Delivered ETL pipeline replacing 500+ manual reports, $100K+ annual savings
  • Mentored 10 developers across 10+ concurrent AI initiatives
2025

MBA, Executive Business Administration

University of Florida

Warrington College of Business. Combining technical depth with executive leadership.

Aug 2023 — Jun 2024

Staff Software & Project Engineer

Lockheed Martin

Release Train Engineer and Scrum Master for Automation Center of Excellence.

  • Led 10 Agile Teams and Release Trains across multiple products
  • Facilitated ART planning, backlog management, and roadmap creation
  • Coached teams and stakeholders on agile principles
Jul 2022 — Aug 2023

Senior Project Engineer

Lockheed Martin

Product Orchestrator for Enterprise FOSS, Secure Infrastructure, and META teams.

  • 20% decrease in time-to-delivery through improved story writing
  • 6 successful consecutive release cycles, 25% content increase
  • Coached teams on agile best practices and accountability
2021

M.Eng, Systems Engineering

Cornell University

Master of Engineering in Systems Engineering.

Aug 2021 — Jul 2022

Software Engineer, Leadership Development Program

Lockheed Martin

Vetted $13.7M in Digital Transformation business value. Product Orchestrator for Software Factory.

  • 145 Eye Suite engagements — $11.6M in reportable business value
  • 174 merge requests delivering features and bug fixes
  • Improved story completion ratio by 80% within 3 sprints
Jan 2020 — Aug 2021

Software Engineer Associate, LDP

Lockheed Martin

Lead developer of Django application automating Digital Transformation processes for 200+ programs.

  • Led Agile Scrum team of 15 developers
  • 220+ software solutions across SSIS, SQL Server, Oracle, Tableau
  • Reduced DWH load time by 40%, punt rate by 78%
May 2019 — Jan 2020

Software & Systems Engineering Intern

Lockheed Martin

Developed 90+ software fixes, tested 35 report transitions, and managed intern development project.

B.S. Computer Science

University of Florida

Bachelor of Science in Computer Science.

Sep 2012 — Sep 2016

19K M1 Armor Crewman

United States Army

Tank Gunner at Fort Bliss, Texas. Served as second in command with responsibility for $6.2M in equipment.

  • General George S. Patton Jr. Award
  • Excellence in Armor Award
  • Army Achievement Medal
  • President, Better Opportunities for Single Soldiers — 500+ soldiers
2009 — 2012

IT Support — Amazon & Motif Inc.

IT Help Desk roles supporting enterprise operations. Resolved 70+ issues weekly, authored 45+ knowledge base articles.

Featured Projects

AI-powered solutions delivering enterprise-scale impact

Proprietary

AI / LLM Solution

Twin Gen AI

Enterprise NLP pipeline analyzing internal technical data to generate actionable engineering insights. Reduced manual analysis cycles by thousands of engineering hours, enabling data-driven decision-making at scale across multiple product lines.

Python NLP LLM AI/ML Enterprise AI Data Analysis

Proprietary

Predictive Analytics

AgilePulse AI

Intelligent assistant processing 88K+ project issues daily for automated risk assessment and predictive KPI insights. Safeguards millions in potential delays through early anomaly detection and executive-ready reporting.

Python Machine Learning Predictive Analytics Risk Assessment Big Data

Proprietary

Automation & DevSecOps

Enterprise ETL Automation

Automated 500+ manual reports through a scalable ETL pipeline, generating $100K+ in annual cost savings. Deployed with Docker and Kubernetes for enterprise-grade reliability and zero-downtime delivery.

Python ETL Docker Kubernetes CI/CD DevSecOps

Let's Connect

Open to conversations about AI/ML engineering leadership, enterprise modernization, and strategic technology partnerships.